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Das, Subrata Kumar

Computational business analytics / Subrata Das Machine Analytics, Inc. Belmont, Massachusetts, USA. - Boca Raton : CRC Press, Taylor & Francis Group, c2014 - xxiv, 490 pages : illustrations ; 24 cm. - Chapman & Hall/CRC data mining and knowledge discovery series . - Chapman & Hall/CRC data mining and knowledge discovery series. .

Includes bibliographical references (pages 463-477) and index.

Chapter 1. Analytics background and architectures -- chapter 2. Mathematical and statistical preliminaries -- chapter 3. Statistics for descriptive analytics -- chapter 4. Bayesian probability and inference -- chapter 5. Inferential statistics and predictive analytics -- chapter 6. Artificial intelligence for symbolic analytics -- chapter 7. Probabilistic graphical modeling -- chapter 8. Decision support and prescriptive analytics -- chapter 9. Time series modeling and forecasting -- chapter 10. Monte Carlo simulation -- chapter 11. Cluster analysis and segmentation -- chapter 12. Machine learning for analytics models -- chapter 13. Unstructured data and text analytics -- chapter 14. Semantic web -- chapter 15. Analytics tools -- chapter 16. Analytics case studies.

ISBN: 1439890706 9781439890707

LCCN: 2013478678

Nat. Bib. No.: GBB257349 bnb

Nat. Bib. Agency Control No.: 016629215 Uk 016103202 Uk

Nat. Bib. Agency Control No.: 016629215 Uk 016103202 Uk

Nat. Bib. Agency Control No.: 016629215 Uk 016103202 Uk

Nat. Bib. Agency Control No.: 016629215 Uk 016103202 Uk

Nat. Bib. Agency Control No.: 016629215 Uk 016103202 Uk

Nat. Bib. Agency Control No.: 016629215 Uk 016103202 Uk

Nat. Bib. Agency Control No.: 016629215 Uk 016103202 Uk

Nat. Bib. Agency Control No.: 016629215 Uk 016103202 Uk

LC Class. No.: HD38.7 / .D37 2014

Dewey Class. No.: 658.472